Search Results for author: Artem Kaznatcheev

Found 3 papers, 0 papers with code

Nothing makes sense in deep learning, except in the light of evolution

no code implementations20 May 2022 Artem Kaznatcheev, Konrad Paul Kording

These deconstraints can be very helpful to both the particular algorithm in how it handles challenges in implementation and the overall field of DL in how easy it is for new ideas to be generated.

Hyperparameter Optimization

Complexity of evolutionary equilibria in static fitness landscapes

no code implementations23 Aug 2013 Artem Kaznatcheev

I do this by showing that the popular NK model of rugged fitness landscapes is PLS-complete for K >= 2; the reduction from Weighted 2SAT is a bijection on adaptive walks, so there are NK fitness landscapes where every adaptive path from some vertices is of exponential length.

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